Equinox Gold Stock Forecast - Simple Regression
| EQX Stock | CAD 8.00 0.34 4.44% |
The Simple Regression forecasted value of Equinox Gold Corp on the next trading day is expected to be 7.76 with a mean absolute deviation of 0.36 and the sum of the absolute errors of 21.67. Equinox Stock Forecast is based on your current time horizon. Although Equinox Gold's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Equinox Gold's systematic risk associated with finding meaningful patterns of Equinox Gold fundamentals over time.
Equinox |
Equinox Gold Simple Regression Price Forecast For the 24th of November
Given 90 days horizon, the Simple Regression forecasted value of Equinox Gold Corp on the next trading day is expected to be 7.76 with a mean absolute deviation of 0.36, mean absolute percentage error of 0.17, and the sum of the absolute errors of 21.67.Please note that although there have been many attempts to predict Equinox Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Equinox Gold's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Equinox Gold Stock Forecast Pattern
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Equinox Gold Forecasted Value
In the context of forecasting Equinox Gold's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Equinox Gold's downside and upside margins for the forecasting period are 4.37 and 11.15, respectively. We have considered Equinox Gold's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Equinox Gold stock data series using in forecasting. Note that when a statistical model is used to represent Equinox Gold stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.| AIC | Akaike Information Criteria | 116.3447 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3552 |
| MAPE | Mean absolute percentage error | 0.0454 |
| SAE | Sum of the absolute errors | 21.6688 |
Predictive Modules for Equinox Gold
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Equinox Gold Corp. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.Other Forecasting Options for Equinox Gold
For every potential investor in Equinox, whether a beginner or expert, Equinox Gold's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Equinox Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Equinox. Basic forecasting techniques help filter out the noise by identifying Equinox Gold's price trends.Equinox Gold Related Equities
One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Equinox Gold stock to make a market-neutral strategy. Peer analysis of Equinox Gold could also be used in its relative valuation, which is a method of valuing Equinox Gold by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Equinox Gold Corp Technical and Predictive Analytics
The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Equinox Gold's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Equinox Gold's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Equinox Gold Market Strength Events
Market strength indicators help investors to evaluate how Equinox Gold stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Equinox Gold shares will generate the highest return on investment. By undertsting and applying Equinox Gold stock market strength indicators, traders can identify Equinox Gold Corp entry and exit signals to maximize returns.
Equinox Gold Risk Indicators
The analysis of Equinox Gold's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Equinox Gold's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting equinox stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
| Mean Deviation | 2.52 | |||
| Semi Deviation | 3.02 | |||
| Standard Deviation | 3.39 | |||
| Variance | 11.51 | |||
| Downside Variance | 9.79 | |||
| Semi Variance | 9.11 | |||
| Expected Short fall | (2.79) |
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.
Pair Trading with Equinox Gold
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Equinox Gold position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Equinox Gold will appreciate offsetting losses from the drop in the long position's value.Moving against Equinox Stock
The ability to find closely correlated positions to Equinox Gold could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Equinox Gold when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Equinox Gold - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Equinox Gold Corp to buy it.
The correlation of Equinox Gold is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Equinox Gold moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Equinox Gold Corp moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Equinox Gold can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Equinox Gold to cross-verify your projections. You can also try the Portfolio Analyzer module to portfolio analysis module that provides access to portfolio diagnostics and optimization engine.